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docs: include available objects in documentation

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This commit is contained in:
Paul Armstrong
2021-03-08 07:51:09 -08:00
committed by Blake Blackshear
parent 00d14fa49f
commit 10c37a3036
9 changed files with 83 additions and 26 deletions
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docs/docs/configuration/advanced.md
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@@ -116,24 +116,3 @@ model:
# Required: width of the trained model
width: 320
```
## Custom Models
Models for both CPU and EdgeTPU (Coral) are bundled in the image. You can use your own models with volume mounts:
- CPU Model: `/cpu_model.tflite`
- EdgeTPU Model: `/edgetpu_model.tflite`
- Labels: `/labelmap.txt`
You also need to update the model width/height in the config if they differ from the defaults.
### Customizing the Labelmap
The labelmap can be customized to your needs. A common reason to do this is to combine multiple object types that are easily confused when you don't need to be as granular such as car/truck. You must retain the same number of labels, but you can change the names. To change:
- Download the [COCO labelmap](https://dl.google.com/coral/canned_models/coco_labels.txt)
- Modify the label names as desired. For example, change `7 truck` to `7 car`
- Mount the new file at `/labelmap.txt` in the container with an additional volume
```
-v ./config/labelmap.txt:/labelmap.txt
```